Language Models

  • DeepSeek: The Quiet Math Tweak That Might Redefine the AI Future

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    It didn’t arrive with fireworks or fanfare. DeepSeek slipped into the scene with a simple mathematical change—and suddenly, it was the name on everyone’s lips. But what’s really behind the hype? Let’s unpack how a humble paper sparked global buzz, and what it means for the future of AI, geopolitics, and the race for smarter,…

  • How Do Language Models Learn Facts? Inside the Mysterious Memory of AI

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    How do large language models actually learn facts? A new study by Google DeepMind and ETH Zürich uncovers a surprising three-phase process—from slow starts to sudden insights and unexpected memory loss. These findings reveal why your AI assistant sometimes nails the answer—and sometimes confidently makes things up.

  • Understanding Large Language Models (LLMs): The Basics of Their Math, Training, and Inference

    Large Language Models (LLMs) have transformed the world of artificial intelligence, enabling machines to generate human-like text, answer questions, and even write code. But how do they actually work? This article breaks down the key concepts behind LLMs in a way that is easy to understand, with just enough math to show how things come…